Research

The theory underneath it.

Six papers. The instrument's structure and the book's central arguments come from these; the calibration does not.

You do not need them to use the book. Readers who want the proofs will.

The programme

One theory paper, four mechanisms, one system.

The papers form a programme rather than a collection. The theory paper claims that coordination costs are endogenous and decline with cumulative execution — which, if true, means the boundary of the firm moves. The four mechanism papers each supply one term of that cost: discovery, routing and verification, judgement, and the object judgement operates on.

Theory
Capstone

Learning Markets and the Dynamic Boundary of the Firm

Coase assumed transaction costs are exogenous and static. They are endogenous and decline through use — which produces a crossover after which market coordination beats hierarchy. Firms persist as governance envelopes. Six falsifiable predictions.

Underlies Part VIII
Paradigm

Decision Native AI

Decisions as first-class objects. The distinction between facts and signals — a fact is globally true, a signal only means something inside a decision context. Scores are not comparable across decision types.

Underlies Facts Are Not Signals
Mechanism
Strongest formal result

DecisionTrace and Context Graphs

Decision rationale not captured at execution time cannot be reconstructed afterwards — with proof. And execution-path necessity: only a system present when policy is evaluated can capture it, which means bolt-on observability structurally cannot.

Underlies The Decision Is the Artefact
Reputation

WorkRank

Reputation as net marginal contribution — value created minus coordination cost imposed. Small-group micro-foundation and the bound beyond which attribution degrades into noise.

Underlies Measuring the Cost You Impose
Trust

TrustRank

PageRank extended to human trust networks, with temporal decay, weak-tie exploration and cognitive limits. Rate transactions, not people.

Underlies the governance material
System

Unified Transaction Graphs

Enterprise activity as a graph of decisions, actions and outcomes, with ranking computed over it.

Underlies Part IX
Status

Publication is staged, deliberately

These are being released in sequence rather than together — theory and the strongest formal results first, mechanism papers as their evidence improves. Current versions, preprints and publication status are listed here as each becomes available.

Where a paper contains an implementation mapping that is commercially specific, that section is held. The structure is published; the calibration is not. That split is the same one applied to the instrument itself.